Modem chip employing low complexity log likelihood ratio calculation and operating method thereof
A modem chip includes a radio frequency integrated circuit (RFIC) configured to receive a signal including channel state information, and a processor configured to determine a signal to interference ratio (SIR) of the received signal based on the channel state information. The processor selects a log likelihood ratio (LLR) calculation mode among at least two LLR calculation modes that differently calculate an LLR of the received signal, by comparing the SIR with at least one threshold, and decodes the received signal by calculating the LLR of the received signal based on the selected LLR calculation mode.
1 . A modem chip comprising:
a radio frequency integrated circuit (RFIC) configured to receive a signal including channel state information; and
a processor configured to:
determine a signal to interference ratio (SIR) of the received signal based on the channel state information;
select a log likelihood ratio (LLR) calculation mode among at least two LLR calculation modes that differently calculate an LLR of the received signal by comparing the SIR with at least one threshold; and
decode the received signal by calculating the LLR of the received signal based on the selected LLR calculation mode.
2 . The modem chip of claim 1 , wherein:
the processor generates a linear detection matrix based on the channel state information, and when the SIR is greater than a first threshold, the processor selects a first LLR calculation mode for calculating the LLR based on the linear detection matrix, and
the first threshold is the highest threshold among the at least one threshold.
3 . The modem chip of claim 2 , wherein the linear detection matrix is a minimum mean square error (MMSE) detection matrix.
4 . The modem chip of claim 1 , wherein,
when the SIR is less than a first threshold, the processor selects a second LLR calculation mode for calculating the LLR based on at least one constellation point, and
the first threshold is the highest threshold among the at least one threshold.
5 . The modem chip of claim 4 , wherein the processor calculates the LLR based on a first number of constellation points, the first number of constellation points corresponds to a second threshold less than the SIR among the at least one threshold, and the second threshold is a highest threshold among at least one third threshold that is less than the SIR.
6 . The modem chip of claim 4 , wherein the LLR is calculated based on a first number of constellation points, the first number of constellation points corresponds to a second threshold greater than the SIR among the at least one threshold, and the second threshold is a smallest threshold among at least one third threshold that is greater than the SIR.
7 . The modem chip of claim 4 , wherein the LLR is calculated based on a first number of constellation points, and the first number of constellation points is based on a combination of numbers of constellation points respectively corresponding to two thresholds that are closest to the SIR among the at least one threshold.
8 . The modem chip of claim 4 , wherein a number of constellation points corresponding to the at least one threshold is inversely proportional to a magnitude of a corresponding threshold.
9 . The modem chip of claim 4 , wherein:
the processor generates a channel matrix with respect to the received signal based on the channel state information, generates a linear detection matrix based on the channel matrix, and generates a reference symbol based on the channel matrix and the linear detection matrix, and
the LLR is calculated based on the reference symbol and the at least one constellation point.
10 . The modem chip of claim 9 , wherein the LLR is calculated based on a Euclidean distance between the reference symbol and the at least one constellation point.
11 . An operating method of a modem chip, the operating method comprising:
generating channel state information based on a received signal;
determining a signal to interference ratio (SIR) of the received signal based on the channel state information;
selecting a first threshold that is closest to the SIR among a plurality of thresholds;
selecting a log likelihood ratio (LLR) calculation mode among at least two LLR calculation modes that differently calculate an LLR of the received signal based on the first threshold; and
calculating the LLR of the received signal based on the selected LLR calculation mode.
12 . The operating method of claim 11 , wherein, when the first threshold is a highest threshold among the plurality of thresholds,
the selecting of the one LLR calculation mode includes selecting a first LLR calculation mode for calculating the LLR based on a linear detection matrix based on the channel state information, and
the calculating of the LLR includes calculating the LLR of the received signal based on the first LLR calculation mode.
13 . The operating method of claim 12 , wherein the linear detection matrix is a minimum mean square error (MMSE) detection matrix.
14 . The operating method of claim 11 , wherein:
numbers of constellation points respectively corresponding to the plurality of thresholds are different from each other, and
when the first threshold is not the highest threshold among the plurality of thresholds, the selecting of one LLR calculation mode includes selecting a second LLR calculation mode for calculating an LLR based on a first number of constellation points corresponding to the first threshold and a reference symbol corresponding to the received signal, and the calculating of the LLR includes calculating the LLR of the received signal based on the second LLR calculation mode.
15 . The operating method of claim 14 , wherein the first number of constellation points increases as a difference between the first threshold and a highest threshold among the plurality of thresholds increases.
16 . The operating method of claim 14 , wherein, in the second LLR calculation mode, the LLR is calculated further based on a second number of constellation points corresponding to a threshold, which is second closest to the SIR, next to the first threshold, among the plurality of thresholds.
17 . A modem chip comprising:
a radio frequency integrated circuit (RFIC) configured to receive a signal including channel state information; and
a processor configured to generate a channel matrix corresponding to the received signal based on the channel state information, generate a linear detection matrix for detecting a transmission vector included in the received signal based on the channel matrix, and determine a signal to interference ratio (SIR) of the received signal based on the channel matrix and the linear detection matrix,
wherein the processor selects a log likelihood ratio (LLR) calculation mode from among at least two LLR calculation modes that differently calculate an LLR of the received signal based on a first threshold that is closest to the SIR among a plurality of thresholds, and decodes the received signal by calculating the LLR of the received signal based on the selected LLR calculation mode.
18 . The modem chip of claim 17 , wherein, when the first threshold is a highest threshold among the plurality of thresholds, the processor selects a first LLR calculation mode for calculating the LLR based on the channel matrix and the linear detection matrix.
19 . The modem chip of claim 17 , wherein, when the first threshold is not a highest threshold among the plurality of thresholds, the processor selects a second LLR calculation mode for calculating the LLR based on a first number of constellation points corresponding to the first threshold.
20 . The modem chip of claim 19 , wherein the first number of constellation points increases as a difference between the first threshold and the highest threshold among the plurality of thresholds increases.